CTPO, HealthJet — AI medical documentation, in production Founder, Uberchord → Duolingo (2024) Builds & ships production software with AI — daily

Put AI to work — guided by someone who builds and ships real products with it, every day.

Workshops, coaching, and strategy — from first automations to agentic software engineering to AI product strategy.

Agentic software engineering that deserves its name.

operator console
Inbox7-bucket brief
running
InvoicesQonto + DEVONthink
scheduled
Physician dictationArztbrief
in review
Claude + Codexreviewed PR
shipped
Medical promptgated deploy
gated
a year of shipping — most days
Where are you now?

Four ways in. Pick the one that sounds like you.

Plain language on the surface, production scars underneath. Start where you are; the next level is the same conversation.

01 · Getting started

Make AI do real work

“I keep hearing AI could save me hours, but I don’t know where to start — and half of what I try doesn’t stick.”

A working first automation and a clear-eyed map of what AI can and can’t do for your work.

Best first → half-day workshop · coaching hour

Start a conversation
02 · Business builders

Connect AI to your real tools

“We’ve automated a few things, but connecting AI properly into our actual tools and data is where it falls apart.”

A practical, guided path to connect AI into your real systems and workflows — without hiring a software team.

Best first → workshop → project consulting

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03 · Developers

Ship AI code that doesn't rot

“AI writes a thousand lines an hour. Left to vibe-code, most of it turns into spaghetti — duplicated, incoherent, impossible to change a year later.”

Keep AI fast and coherent: clean architecture, no redundancy, code that's still changeable a year from now — agents working like a disciplined engineering team, not a slop machine.

Best first → developer workshop track · team coaching

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04 · Companies

Decide where AI belongs

“Everyone’s asking what we should do with AI — in the company and in the product — and we need a real answer, not a trend deck.”

A prioritized map of where AI creates leverage (and where it doesn’t), and a scoped path from idea to pilot.

Best first → AI Opportunity Diagnostic → strategy workshop

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Cross-cutting · for any lane

Hackathons

Hackathon coaching for any lane: take a team from idea to a working prototype, then decide what’s worth piloting, killing, or building for real.

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The demo is easy. The version that survives real work is the job.

Most AI advice is a trend deck. I'm the opposite: a lawyer who learned to code at nine, an entrepreneur of 26 years, and an operator who ships production AI every day — not someone renting out opinions.

AI becomes useful when it's wrapped in discipline: staged systems, source anchoring, review, reversibility. That's what I teach, coach, and build.

How we work together

Formats, not packages you have to decode.

Every engagement starts from a real problem and ends with something you can use. Start where it fits — each one opens the same conversation.

What it costs

Clear where it should be. Scoped where it must be.

Different work for different teams — priced as different things, not the same day at two prices.

For individuals & founders
1:1 AI Coachinglimited availability€300 / hour
Coaching block3 sessions€900
For startups & small teams
Startup AI Enablement Daylean scope, small teamfrom €2,500 / day
AI Opportunity Diagnosticwritten map · creditable€2,500 fixed
For companies
Enterprise AI Enablement Workshop2-day private workshop · prep, tailored use cases, roadmap, follow-upfrom €10,000
AI Strategy & Project Consultingscoped after intro

All prices exclude VAT & travel.

Why listen to me

I teach what I actually ship.

Not prompt tricks, not trend decks — capability grounded in systems that run in production.

HealthJetoperator · in production
RoleCTPO — operator, not an external consulting case.
ProblemTurn physician dictation, clinical notes, and existing files into German medical documents — from Arztbriefe and Befundberichte to Gutachten and forms — where fabrication is unacceptable.
SystemA staged, auditable generation pipeline with source-anchored outputs and human review — built and shipped to a real mobile product.
PrincipleIf the source doesn’t support it, the system says nothing. Explicit-empty beats confident-wrong.
Founder · exit
Uberchord → Duolingo

Founded Uberchord in 2014; acquired by Duolingo in 2024.

Daily operator
Builds & ships every day

Real production work, with AI agents running in parallel — the contribution graph above is a year of it.

Currently
Caya

Engaged with an intelligent-document-processing company.

Where AI breaks

I’ll also tell you what not to automate.

01
No AI slop.

Tests, gates, and judgment on every change. Speed without a lower bar for correctness.

02
Source-anchored, or silent.

Outputs are backed by the source or rendered explicitly empty — never confidently invented.

03
A human stays on the hook.

Decisions that carry real consequence keep a person in the loop. Some things shouldn’t be automated.

04
Reversible by design.

Changes that reach production can be rolled back. The principle is visible; the method is the work.

Start a conversation

Tell me where you are and what you want to build.

Start a conversation

or email eckart@burgwedel.info